{"id":"W2054931171","doi":"10.1139/cjc-2014-0034","title":"Deposition of organic−inorganic hybrid coatings over 316L surgical stainless steel and evaluation on vascular cells","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polydimethylsiloxane; Chemistry; Leaching (pedology); Coating; Adhesion; Microstructure; Metal; Chemical engineering; Phosphate buffered saline; Biomedical engineering; Metallurgy; Nanotechnology; Materials science; Chromatography; Organic chemistry; Crystallography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008654565,0.00009267393,0.0001743423,0.00004752373,0.00007922472,0.00005325799,0.0001045837,0.00006533565,0.001631728],"category_scores_gemma":[0.0001004707,0.0000878296,0.00005490903,0.00006201363,0.00007101239,0.0001161636,0.000009545996,0.0001252116,0.00000441231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618217,"about_ca_system_score_gemma":0.000397632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001134042,"about_ca_topic_score_gemma":0.0001280694,"domain_scores_codex":[0.9989591,0.00008092509,0.0003257807,0.0001282849,0.0003540197,0.0001519408],"domain_scores_gemma":[0.9989156,0.00004985266,0.0002715793,0.0001340049,0.0003344043,0.0002945224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000113204,0.00001578355,0.0003910839,0.00003366931,9.5504e-7,0.00001302483,0.0001099905,0.00002958622,0.9986456,0.00000464761,0.0003323322,0.0004120014],"study_design_scores_gemma":[0.0006667211,0.00007242217,0.0007930009,0.000127511,0.00004518771,0.0001293706,0.0001356489,0.0001172756,0.9975768,0.00003755645,0.0002044075,0.00009414355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991871,0.0001078352,0.0002788718,0.0000463074,0.0001220441,0.00005718753,0.00001806053,0.000003197786,0.0001794466],"genre_scores_gemma":[0.9997543,0.00000952075,0.00004382304,0.00002984341,0.0001158399,9.552996e-7,0.000008740621,0.00001047921,0.00002656994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001627315,"threshold_uncertainty_score":0.9992809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008524895220879517,"score_gpt":0.2203341177825723,"score_spread":0.2118092225616928,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}